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HTML
CSS
Python
PHP
MySQL
Linux
Shobha
The best way to predict the future is to invent it
What is the accuracy paradox and how does it affect model evaluation?
RELATED INTERVIEW QUESTIONS
Explain the concept of a precision-recall curve and when to use it.
What is Bagging in machine learning, and how does it reduce overfitting?
How do you apply data smoothing techniques for time-series forecasting?
What are the differences between logistic regression and linear regression?
How do you calculate the precision, recall, and F1-score for a binary classification model?
How do you use decision trees for feature selection in machine learning?
What is feature selection, and how does it impact the model’s performance?
What are the advantages of using XGBoost over other machine learning algorithms?
How do you select the best machine learning model for a given dataset?
Explain the concept of model overfitting and how can it be mitigated.
Explain data leakage and how to prevent it in machine learning models.
How do you perform outlier detection in data analytics?
What is the difference between segmentation and clustering in data analytics?
What are the different types of feature engineering methods and how do they impact model performance?
What are the advantages of using convolutional neural networks (CNN) in image analytics?
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